WorldatWork T3 Actual PDF : Quantitative Methods

WorldatWork T3 Actual PDF
  • Exam Code: T3
  • Exam Name: Quantitative Methods
  • Updated: Sep 22, 2026
  • Q & A: 0 Questions and Answers

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WorldatWork T3 Exam Syllabus Topics:

SectionWeightObjectives
Inferential & Predictive Statistics25%- Regression Analysis
  • 1. Multiple regression concepts
    • 2. Using regression for market pricing
      • 3. Simple linear regression
        - Correlation Analysis
        • 1. Linear correlation coefficients
          • 2. Interpretation of correlation strength
            - Probability & Sampling
            • 1. Basic probability rules
              • 2. Sampling methods and error
                Application to Compensation Design30%- Quantitative Decision Making
                • 1. Modeling variable pay and incentives
                  • 2. Evaluating compensation program costs
                    - Pay Structure Development
                    • 1. Compa-ratio and range penetration
                      • 2. Grade progression and overlap
                        • 3. Midpoints, ranges, and spread
                          - Market Data Analysis
                          • 1. Calculating market benchmarks
                            • 2. Aging and adjusting survey data
                              Descriptive Statistics25%- Distribution Shapes
                              • 1. Normal distribution
                                • 2. Skewness and kurtosis
                                  - Measures of Variability
                                  • 1. Range, interquartile range
                                    • 2. Z-scores and percentiles
                                      • 3. Variance and standard deviation
                                        - Measures of Central Tendency
                                        • 1. Weighted averages
                                          • 2. Mean, median, mode
                                            Foundations of Quantitative Analysis20%- Mathematics for Compensation
                                            • 1. Percentages, ratios, and proportions
                                              • 2. Compound growth and annuities
                                                • 3. Time value of money
                                                  - Data Collection & Presentation
                                                  • 1. Frequency distributions
                                                    • 2. Populations vs samples
                                                      • 3. Graphical representation of data

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